On visualizing the dataset, some questions were noted to be answered through visualizations.
What are the most common dog breeds in the WeRateDogs Archive ?What are the most favorited dog breeds on average ?What are the most retweeted dog breeds on average?What are the most common dog stages ?What are the most common dog names ?Do ratings of a dog affect retweeet count of a tweet ?Do ratings of a dog affect favorite count of a tweet ?What are the most common dog breeds in the WeRateDogs Archive ?
The most common dog breed in the WeRateDogs Archive is the Golden Retriever
What are the most favorited dog breeds on average ?
The Standard Poodle breed is the most favorited dog breed in the WeRateDogs Archive
I think I know why you received the most favorites and retweets 🤔¶What are the most retweeted dog breeds on average ?
The Standard Poodle breed is also the most retweeted dog breed in the WeRateDogs Archive
What are the most common dog stages ?
The pupper stage is the most common dog stage in the WeRateDogs archive
I hear you ask "What's a pupper ? or a doggo ?" This image below explains the various dog stages as defined by WeRateDogs
What are the most common dog names in the WeRateDogs Archive ?
Charlie is the most common dog name in the WeRateDogs Archive
One of the several Charlies 🐕 Why's everyone naming their dog Charlie ?
Do ratings of a dog affect retweeet count of a tweet ?
The ratings of a dog don't seem to influence the amount of retweets a tweet gets
Do ratings of a dog affect favorite count of a tweet ?
The ratings of a dog don't seem to influence the amount of favorites a tweet gets
The most retweeted and favorited tweet in the WeRateDogs Archive
Below is a peek of the dog in the most favorited tweet in the WeRateDogs Archive, So lovely 🤩, you can feast your eyes on it.
from IPython.display import Video
Video("dog_swimming.mp4")
Here's a link to the particular tweet: https://twitter.com/dog_rates/status/744234799360020481